duration float64 | src_bytes int64 | dst_bytes int64 | wrong_fragment int64 | urgent int64 | hot int64 | num_failed_logins int64 | logged_in int64 | num_compromised int64 | root_shell int64 | count int64 | srv_count int64 | serror_rate float64 | same_srv_rate float64 | attack_type string | is_attack int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6.191404 | 25,718 | 85,157 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 2 | 38 | 0.050387 | 0.191887 | normal | 0 |
49.651409 | 19,040 | 22,900 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 371 | 24 | 0.076311 | 0.660973 | normal | 0 |
66.848588 | 11,976 | 5,989 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 461 | 30 | 0.004396 | 0.691121 | normal | 0 |
3.878155 | 47,877 | 6,507 | 1 | 1 | 26 | 2 | 1 | 0 | 0 | 270 | 75 | 0.14274 | 0.818734 | probe | 1 |
202.275084 | 11,227 | 5,165 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 175 | 55 | 0.001834 | 0.976165 | normal | 0 |
33.428414 | 42,683 | 47,572 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 171 | 94 | 0.068683 | 0.535793 | normal | 0 |
152.789728 | 7,696 | 3,706 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 154 | 68 | 0.053434 | 0.815012 | normal | 0 |
111.168076 | 18,568 | 31,965 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 22 | 34 | 0.197468 | 0.151702 | normal | 0 |
91.141718 | 18,955 | 96,147 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 226 | 43 | 0.123637 | 0.166158 | normal | 0 |
21.337003 | 21,262 | 69,650 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 321 | 63 | 0.020818 | 0.766939 | normal | 0 |
24.936372 | 30,567 | 2,317 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 236 | 46 | 0.189077 | 0.072446 | normal | 0 |
4.850603 | 18,869 | 93,914 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 452 | 1 | 0.046291 | 0.716326 | normal | 0 |
27.537469 | 8,257 | 79,859 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 208 | 85 | 0.161048 | 0.164348 | normal | 0 |
42.379754 | 42,354 | 43,871 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 73 | 46 | 0.199271 | 0.247889 | normal | 0 |
23.682358 | 783,758 | 90,780 | 3 | 2 | 1 | 0 | 0 | 0 | 0 | 436 | 78 | 0.516772 | 0.268846 | dos | 1 |
45.632586 | 1,018 | 80,286 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 499 | 71 | 0.157248 | 0.855475 | normal | 0 |
140.495451 | 15,202 | 50,422 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 166 | 43 | 0.199953 | 0.173153 | normal | 0 |
3.784189 | 4,640,098 | 3,814 | 1 | 1 | 3 | 0 | 0 | 0 | 0 | 111 | 71 | 0.693821 | 0.159336 | dos | 1 |
153.650494 | 30,375 | 62,765 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 172 | 58 | 0.152295 | 0.06211 | normal | 0 |
0.956796 | 5,600,986 | 20,403 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 31 | 34 | 0.934834 | 0.985985 | dos | 1 |
27.422839 | 27,671 | 37,483 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 57 | 55 | 0.148615 | 0.545832 | normal | 0 |
198.298011 | 22,065 | 93,969 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 406 | 49 | 0.047873 | 0.618199 | normal | 0 |
97.239581 | 8,667 | 10,091 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 386 | 47 | 0.181601 | 0.89495 | normal | 0 |
169.987841 | 40,734 | 55,991 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 497 | 87 | 0.03391 | 0.124724 | normal | 0 |
105.436357 | 24,107 | 29,673 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 134 | 57 | 0.025504 | 0.13342 | normal | 0 |
55.155996 | 6,650 | 84,151 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 143 | 68 | 0.178985 | 0.30851 | normal | 0 |
12.268679 | 42,468 | 74,168 | 0 | 0 | 4 | 14 | 0 | 0 | 0 | 182 | 88 | 0.148536 | 0.060508 | r2l | 1 |
7.260857 | 18,587 | 16,964 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 402 | 58 | 0.120361 | 0.996917 | normal | 0 |
2.153477 | 31,294 | 52,473 | 2 | 1 | 11 | 0 | 0 | 0 | 0 | 488 | 17 | 0.147599 | 0.737207 | probe | 1 |
463.832318 | 22,119 | 33,143 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 244 | 87 | 0.001887 | 0.819656 | normal | 0 |
7.186515 | 8,552,291 | 88,001 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 392 | 19 | 0.641862 | 0.904717 | dos | 1 |
39.652352 | 24,692 | 3,801 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 498 | 40 | 0.01011 | 0.761266 | normal | 0 |
175.56482 | 33,300 | 15,447 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 156 | 28 | 0.103109 | 0.378265 | normal | 0 |
146.526831 | 33,104 | 6,489 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 27 | 36 | 0.00629 | 0.031714 | normal | 0 |
33.077859 | 406 | 91,919 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 53 | 47 | 0.150648 | 0.083378 | normal | 0 |
8.689773 | 3,692,944 | 33,496 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 347 | 98 | 0.780348 | 0.023536 | dos | 1 |
12.574764 | 32,891 | 30,565 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 27 | 23 | 0.089035 | 0.903926 | normal | 0 |
209.806338 | 44,369 | 43,397 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 330 | 20 | 0.197012 | 0.47448 | normal | 0 |
181.13279 | 42,073 | 69,811 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 108 | 2 | 0.150521 | 0.998287 | normal | 0 |
34.985398 | 49,932 | 55,932 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 98 | 15 | 0.022523 | 0.388203 | normal | 0 |
7.898757 | 34,383 | 35,191 | 0 | 1 | 1 | 6 | 0 | 0 | 0 | 96 | 12 | 0.190586 | 0.404201 | r2l | 1 |
2.408075 | 17,435 | 55,478 | 1 | 2 | 2 | 6 | 1 | 0 | 0 | 396 | 93 | 0.09451 | 0.213794 | r2l | 1 |
6.453604 | 5,507 | 60,235 | 1 | 2 | 26 | 0 | 0 | 0 | 0 | 218 | 47 | 0.167156 | 0.327341 | probe | 1 |
151.021384 | 514 | 51,528 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 241 | 36 | 0.025857 | 0.32701 | normal | 0 |
93.033559 | 37,716 | 42,928 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 155 | 28 | 0.022215 | 0.979552 | normal | 0 |
34.107938 | 26,099 | 39,401 | 0 | 2 | 17 | 0 | 1 | 0 | 0 | 204 | 10 | 0.052727 | 0.14977 | probe | 1 |
74.601627 | 5,071 | 2,247 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 485 | 56 | 0.005946 | 0.942813 | normal | 0 |
15.47994 | 15,245 | 92,855 | 1 | 2 | 1 | 11 | 0 | 0 | 0 | 415 | 9 | 0.122627 | 0.934437 | r2l | 1 |
41.4553 | 5,085 | 55,774 | 2 | 2 | 2 | 11 | 0 | 0 | 0 | 417 | 16 | 0.03588 | 0.626239 | r2l | 1 |
0.201022 | 24,453 | 11,048 | 3 | 1 | 15 | 2 | 0 | 0 | 0 | 129 | 74 | 0.189318 | 0.598665 | probe | 1 |
179.394516 | 7,750 | 26,335 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 397 | 16 | 0.199339 | 0.33138 | normal | 0 |
48.063469 | 21,854 | 5,574 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 94 | 29 | 0.183997 | 0.401104 | normal | 0 |
0.413303 | 13,064 | 95,199 | 2 | 0 | 21 | 1 | 0 | 0 | 0 | 240 | 69 | 0.05309 | 0.228326 | probe | 1 |
40.544183 | 43,507 | 56,312 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 314 | 88 | 0.086644 | 0.369983 | normal | 0 |
58.00555 | 31,672 | 38,761 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 22 | 23 | 0.069294 | 0.501903 | normal | 0 |
95.578137 | 23,005 | 87,479 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 458 | 53 | 0.078831 | 0.837757 | normal | 0 |
8.864545 | 27,867 | 67,448 | 2 | 1 | 1 | 12 | 1 | 0 | 0 | 143 | 98 | 0.164769 | 0.324561 | r2l | 1 |
296.050147 | 21,941 | 93,784 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 112 | 68 | 0.075556 | 0.391182 | normal | 0 |
85.239098 | 16,933 | 52,960 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 7 | 28 | 0.180699 | 0.140252 | normal | 0 |
70.891081 | 43,995 | 96,754 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 258 | 69 | 0.012592 | 0.100193 | normal | 0 |
182.880094 | 40,196 | 75,422 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 322 | 63 | 0.082186 | 0.010291 | normal | 0 |
11.397771 | 27,852 | 63,670 | 3 | 2 | 3 | 0 | 1 | 1 | 0 | 468 | 73 | 0.00152 | 0.768993 | u2r | 1 |
73.868947 | 13,237 | 37,299 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 135 | 48 | 0.07163 | 0.558793 | normal | 0 |
262.089581 | 23,112 | 38,465 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 497 | 17 | 0.063351 | 0.550735 | normal | 0 |
17.321002 | 12,808 | 98,349 | 3 | 2 | 26 | 0 | 0 | 0 | 0 | 320 | 3 | 0.146655 | 0.150728 | probe | 1 |
0.42879 | 4,713,789 | 39,787 | 4 | 0 | 0 | 1 | 1 | 0 | 0 | 93 | 66 | 0.92467 | 0.739934 | dos | 1 |
90.829337 | 27,275 | 38,659 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 197 | 81 | 0.079256 | 0.491522 | normal | 0 |
5.074199 | 4,387,008 | 67,477 | 1 | 0 | 3 | 2 | 1 | 0 | 0 | 440 | 54 | 0.626185 | 0.530862 | dos | 1 |
62.404129 | 44,778 | 22,444 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 132 | 75 | 0.005404 | 0.964108 | normal | 0 |
39.761483 | 1,637 | 28,915 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 168 | 74 | 0.15513 | 0.673626 | normal | 0 |
4.848236 | 8,527,316 | 57,499 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 334 | 91 | 0.789346 | 0.811626 | dos | 1 |
5.662219 | 9,905,680 | 50,113 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 109 | 90 | 0.916355 | 0.594048 | dos | 1 |
38.75781 | 16,452 | 30,968 | 1 | 2 | 19 | 0 | 1 | 0 | 0 | 321 | 93 | 0.18796 | 0.637918 | probe | 1 |
0.928096 | 40,671 | 50,096 | 4 | 2 | 5 | 0 | 0 | 0 | 0 | 144 | 21 | 0.184626 | 0.944878 | probe | 1 |
154.589613 | 41,244 | 24,158 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 280 | 75 | 0.152109 | 0.985581 | normal | 0 |
31.974566 | 34,324 | 91,497 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 88 | 54 | 0.098577 | 0.380387 | normal | 0 |
9.774809 | 961,290 | 28,630 | 3 | 1 | 4 | 0 | 1 | 0 | 0 | 258 | 68 | 0.553734 | 0.59204 | dos | 1 |
40.931993 | 5,160 | 3,919 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 78 | 30 | 0.029003 | 0.871808 | normal | 0 |
4.470108 | 388,121 | 26,312 | 4 | 0 | 0 | 2 | 0 | 0 | 0 | 452 | 38 | 0.616341 | 0.673089 | dos | 1 |
5.628594 | 4,162,407 | 92,978 | 4 | 1 | 2 | 0 | 1 | 0 | 0 | 79 | 4 | 0.586908 | 0.494673 | dos | 1 |
5.268169 | 29,623 | 38,826 | 4 | 2 | 18 | 2 | 0 | 0 | 0 | 194 | 3 | 0.150872 | 0.697415 | probe | 1 |
235.302002 | 26,914 | 14,981 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 435 | 41 | 0.180462 | 0.495462 | normal | 0 |
102.136361 | 10,165 | 59,768 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 217 | 89 | 0.011552 | 0.830489 | normal | 0 |
25.727844 | 34,618 | 36,606 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 378 | 68 | 0.163592 | 0.529446 | normal | 0 |
24.736577 | 25,920 | 11,011 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 292 | 17 | 0.109849 | 0.549202 | normal | 0 |
198.499065 | 10,538 | 15,819 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 369 | 3 | 0.124858 | 0.673221 | normal | 0 |
224.203114 | 22,971 | 60,567 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 97 | 17 | 0.107884 | 0.546989 | normal | 0 |
29.589046 | 49,425 | 87,479 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 194 | 47 | 0.149566 | 0.734114 | normal | 0 |
54.560749 | 37,180 | 73,967 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 283 | 4 | 0.168323 | 0.319598 | normal | 0 |
179.936273 | 19,761 | 36,022 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 439 | 70 | 0.00519 | 0.231952 | normal | 0 |
147.406576 | 18,505 | 96,565 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 265 | 29 | 0.094125 | 0.757784 | normal | 0 |
168.155767 | 1,496 | 89,547 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 449 | 36 | 0.006676 | 0.777853 | normal | 0 |
3.806696 | 3,914,470 | 41,459 | 3 | 0 | 3 | 2 | 0 | 0 | 0 | 373 | 78 | 0.777658 | 0.600556 | dos | 1 |
242.53071 | 44,454 | 77,597 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 60 | 61 | 0.171655 | 0.577031 | normal | 0 |
39.445328 | 16,013 | 69,928 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 122 | 49 | 0.02548 | 0.224226 | normal | 0 |
17.039947 | 24,035 | 32,105 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 491 | 32 | 0.088441 | 0.091321 | normal | 0 |
20.722975 | 9,650,601 | 59,574 | 2 | 0 | 2 | 1 | 0 | 0 | 0 | 74 | 47 | 0.597055 | 0.016581 | dos | 1 |
77.512633 | 47,640 | 46,138 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 271 | 5 | 0.176689 | 0.702198 | normal | 0 |
192.816884 | 35,114 | 44,588 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 103 | 65 | 0.055382 | 0.856599 | normal | 0 |
8.464246 | 19,562 | 75,157 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 7 | 22 | 0.156416 | 0.982236 | normal | 0 |
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